Biometric Voice Identification Based on Fuzzy Kernel Classifier

被引：0

作者：

Dustor, Adam ^{[1
]}

Klosowski, Piotr ^{[1
]}

机构：

[1] Silesian Tech Univ, Inst Elect, Gliwice, Poland

来源：

COMPUTER NETWORKS, CN 2013 | 2013年 / 370卷

关键词：

biometrics; security; speaker identification; voice identification;

D O I：

暂无

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper presents research on automatic speaker identification based on structural risk minimization and kernel functions. New approach, known as a Fuzzy Kernel Ho-Kashyap classifier FKHK, to speaker identification was applied. Instead of the most popular kernel functions like gaussian or polynomial, data dependent kernel matrix which may be interpreted in terms of linguistic values from the premises of if-then rules was applied. Classifier was tested on polish speech corpora ROBOT and obtained results were discussed.

引用

页码：456 / 465

页数：10

共 50 条

[41] Enhancement in the design of Biometric Identification System based on Photoplethysmography data [J].

Salanke, Girish Rao N. S. ;

Samraj, Andrews ;

Maheswari, N. ;

Sadhasivam, S. .

2013 IEEE INTERNATIONAL CONFERENCE ON GREEN HIGH PERFORMANCE COMPUTING (ICGHPC), 2013,

[42] Combination of Multiple Detectors for EEG based Biometric Identification/Authentication [J].

Safont, Gonzalo ;

Salazar, Addisson ;

Soriano, Antonio ;

Vergara, Luis .

46TH ANNUAL 2012 IEEE INTERNATIONAL CARNAHAN CONFERENCE ON SECURITY TECHNOLOGY, 2012, :230-236

[43] ECG-BASED BIOMETRIC IDENTIFICATION: SOME MODERN APPROACHES [J].

Astapov, A. A. ;

Davydov, D., V ;

Egorov, A., I ;

Drozdov, D., V ;

Glukhovskij, E. M. .

BULLETIN OF RUSSIAN STATE MEDICAL UNIVERSITY, 2016, (01) :35-39

[44] CANCELLABLE MULTIMODAL BIOMETRIC USER AUTHENTICATION SYSTEM WITH FUZZY VAULT [J].

Sree, S. R. Soruba ;

Radha, N. .

2016 INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATION AND INFORMATICS (ICCCI), 2016,

[45] Correlation-based identification approach for multimodal biometric fusion [J].

Xin, Ma ;

Xiaojun, Jing .

Journal of China Universities of Posts and Telecommunications, 2017, 24 (04) :34-39

[46] Real-time chaff generation for a biometric fuzzy vault [J].

Kaur, Manvjeet ;

Sofat, Sanjeev .

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, 2018, 26 (01) :89-100

[47] Finger-Knuckle-Print Identification Based on Histogram of Oriented Gradients and SVM classifier [J].

Meraoumia, Abdallah ;

Korichi, Maarouf ;

Chitroub, Salim ;

Bouridane, Ahmed .

2015 FIRST INTERNATIONAL CONFERENCE ON NEW TECHNOLOGIES OF INFORMATION AND COMMUNICATION (NTIC), 2015,

[48] A fuzzy approach to multimodal biometric authentication [J].

Azzini, Antonia ;

Marrara, Stefania ;

Sassi, Roberto ;

Scotti, Fabio .

KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS: KES 2007 - WIRN 2007, PT II, PROCEEDINGS, 2007, 4693 :801-808

[49] Automated Biometric Personal Identification-Techniques and Applications [J].

Rai, Vinayak ;

Mehta, Kapil ;

Jatin ;

Tiwari, Dheeraj ;

Chaurasia, Rohit .

PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND CONTROL SYSTEMS (ICICCS 2020), 2020, :1023-1030

[50] Biometric imaginaries: Formatting voice, body, identity to data [J].

Kang, Edward B. .

SOCIAL STUDIES OF SCIENCE, 2022, 52 (04) :581-602

← 1 2 3 4 5 →